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163 search results found

Pythoncode Tutorials ⭐ 1,923

The Python Code Tutorials

Text Analytics With Python ⭐ 1,073

Learn how to process, classify, cluster, summarize, understand syntax, semantics and sentiment of text data with the power of Python! This repository contains code and datasets used in my book, "Text Analytics with Python" published by Apress/Springer.

Nlp Tutorial ⭐ 836

A list of NLP(Natural Language Processing) tutorials

Sentiment_analysis_fine_grain ⭐ 504

Multi-label Classification with BERT; Fine Grained Sentiment Analysis from AI challenger

Interpret Text ⭐ 392

A library that incorporates state-of-the-art explainers for text-based machine learning models and visualizes the result with a built-in dashboard.

Zhihu Text Classification ⭐ 375

[2017知乎看山杯多标签文本分类] ye组(第六名) 解题方案

Gather Deployment ⭐ 347

Gathers Python deployment, infrastructure and practices.

Fake_news_detection ⭐ 251

Fake News Detection in Python

Nodeformer ⭐ 244

The official implementation of NeurIPS22 spotlight paper "NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification"

Parsbert ⭐ 222

🤗 ParsBERT: Transformer-based Model for Persian Language Understanding

Hindi2vec ⭐ 188

State-of-the-Art Language Modeling and Text Classification in Hindi Language

Pytorch Transformers Classification ⭐ 181

Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classification tasks. Contains code to easily train BERT, XLNet, RoBERTa, and XLM models for text classification.

RETVec is an efficient, multilingual, and adversarially-robust text vectorizer.

Tensorflow2 Docs Zh ⭐ 164

TF2.0 / TensorFlow 2.0 / TensorFlow2.0 官方文档中文版

Your Advanced Twitter stalking tool

Bert_binary_text_classification ⭐ 133

Accompanying code for the Medium article

Sample Apps ⭐ 132

Sample apps for YouTube channel. Machine Learning, Web Development, Python.

Deep_learning_in_python_2018 ⭐ 114

Deep Learning workshop including image classification, face recognition, Object detection, language modelling, image captioning and neural machine translation.

Cnn Text Classification ⭐ 101

Text classification with Convolution Neural Networks on Yelp, IMDB & sentence polarity dataset v1.0

Nlp Tutorial ⭐ 101

自然语言处理（NLP）教程，包括：词向量，词法分析，预训练语言模型，文本分类，文本语义匹配，信息抽取

Meta Learning Bert ⭐ 94

Meta learning with BERT as a learner

Amazon Sagemaker Keras Text Classification ⭐ 91

A step-by-step guide that shows how to do text classification by run training/inference for a custom model in Amazon SageMaker

Active Learning Workshop ⭐ 91

Active Learning Workshop Materials

Cnn_intent_classification ⭐ 90

CNN for intent classification task in a Chatbot

Marathinlp ⭐ 80

Marathi NLP - is a repository dedicated to development of tools and resources for Marathi language.

Machinelearningwithpython ⭐ 79

Get started with Machine Learning with Python - An introduction with Python programming examples

Few Shot Text Classification ⭐ 78

Code for reproducing the results from the paper Few Shot Text Classification with a Human in the Loop

Nlp_in_action ⭐ 77

Do NLP tasks with some SOTA methods

Tf Transformers ⭐ 76

State of the art faster Transformer with Tensorflow 2.0 ( NLP, Computer Vision, Audio ).

Product Categorization Nlp ⭐ 70

Multi-Class Text Classification for products based on their description with Machine Learning algorithms and Neural Networks (MLP, CNN, Distilbert).

Vaaku2vec ⭐ 65

Language Modeling and Text Classification in Malayalam Language using ULMFiT

Ml2017fall ⭐ 63

Machine Learning (EE 5184) in NTU

Very Deep Convolutional Networks For Natural Language Processing In Tensorflow ⭐ 54

implement the paper" Very Deep Convolutional Networks for Natural Language Processing"(https://arxiv.org/abs/1606.01781 ) in tensorflow

Dadengandhispython ⭐ 51

【微信公众号：大邓和他的python】, Python语法快速入门https://www.bilibili.com/video/av44384 Python网络爬虫快速入门https://www.bilibili.com/video/av720 我的联系邮箱[email protected]

Mukayese ⭐ 51

State-of-the-art NLP tools for Turkish

Dropattack ⭐ 51

A masked adversarial training method for neural network

Transformers In Action ⭐ 51

This is the corresponding code for the book Transformers in Action

Deep Learning ⭐ 48

Deep Learning Bootcamp

Konfuzio Sdk ⭐ 48

OCR, extract and classify documents. In addition, annotate documents and build your own NLP and Computer Vision models using Python by downloading the data. Find examples in our Colab Notebooks, e. g. how to fine-tune Flair.

自然语言处理相关实验实现 some experiment of natural language processing, Like text classification, named entity recognition, pos-tags, segment, key words extractor, auto summarize etc.

Glami 1m ⭐ 47

The largest multilingual image-text classification dataset. It contains fashion products.

Wsdm Cup 2019 ⭐ 46

[ACM-WSDM] 3rd place solution at WSDM Cup 2019, Fake News Classification on Kaggle.

Nlp4cybersecurity ⭐ 40

NLP model and tech for cyber security tasks

Deep Learning With Python 2nd ⭐ 39

<케라스 창시자에게 배우는 딥러닝 2판> 도서의 코드 저장소

Overview And Benchmark Of Traditional And Deep Learning Models In Text Classification ⭐ 38

Character Level Convolutional Network For Text Classification Applied To Chinese Corpus ⭐ 34

Thesis of UCL student Weijie Huang

Applied Text Mining In Python ⭐ 34

Repo for Applied Text Mining in Python (coursera) by University of Michigan

Predict Subreddit ⭐ 32

NLP model that predicts subreddit based on the title of a post

Annif Tutorial ⭐ 32

Instructions, exercises and example data sets for Annif hands-on tutorial

Mongolian Text Classification ⭐ 31

Cyrillic Mongolian text classification with tensorflow 2, and also some fine-tuning on TugsTugi's Mongolian BERT model and other NLP experiments are included.

Ganbert Pytorch ⭐ 31

Enhancing the BERT training with Semi-supervised Generative Adversarial Networks in Pytorch/HuggingFace

Text Summarization And Visualization Using Watson Studio ⭐ 31

Can we quickly summarize & visualize text to get the details about the unstructured data? Yes we can! Please review this code pattern for all the steps involved to quickly summarize & visualize the data.

Python For Text Classification ⭐ 29

Python for Text Classification with Machine Learning in Python 3.6.

Watson Document Classifier ⭐ 29

Augment IBM Watson Natural Language Understanding APIs with a configurable mechanism for text classification, uses Watson Studio.

Amazon Ml Challenge2021 ⭐ 28

Scripts and Approach for Amazon ML Challenge

Nlp Stuff ⭐ 27

A bit of everything about text and nlp [IN PROGRESS]

Vietnamese News Classification ⭐ 26

We use LSTM, BiLSTM, BERT and SVM with TF-IDF, Word2vec and Bag-of-words to classify this documents to positive (labeled as 1), neutral (labeled as 0) and negative (labeled as 2)

20 Newsgroups_text Classification ⭐ 24

"20 newsgroups" dataset - Text Classification using Multinomial Naive Bayes in Python.

Text Classification ⭐ 24

CNN for sentence classification using Pytorch and MXNET

Autobrewml ⭐ 24

With AutoBrewML Framework the time it takes to get production-ready ML models with great ease and efficiency highly accelerates.

Ml You Can Use ⭐ 24

Practical ML and NLP with examples.

Text Classification ⭐ 23

Text Classification using Multinomial Naive Bayes (implemented from scratch in python3)

Transfer Learning For Text Classification ⭐ 23

Natural Language Processing Projects ⭐ 23

This repository consists of all my NLP Projects

Adaptor will help you to adapt a language model to your own data domain, task, or custom research objective(s).

Policy Data Analyzer ⭐ 22

Building a model to recognize incentives for landscape restoration in environmental policies from Latin America, the US and India. Bringing NLP to the world of policy analysis through an extensible framework that includes scraping, preprocessing, active learning and text analysis pipelines.

Python M1tal ⭐ 21

Resources for Master TAL (NLP), first degree, at Inalco.

Sentiment Analysis Amazon Products Reviews ⭐ 20

NLP with NLTK for Sentiment analysis amazon Products Reviews

Nlp_classification_workshop ⭐ 20

NLP Classification Workshop

Text Classification Small Datasets ⭐ 19

Building a text classifier with extremely small datasets

Natural Language Processing With Machine Learning ⭐ 18

This repository builds a basic understanding of Natural Language Processing and Machine Learning tasks around it.

Deeplearning Course ⭐ 18

My exercises in the deep learning course

Concise Ipython Notebooks For Deep Learning ⭐ 17

Ipython Notebooks for solving problems like classification, segmentation, generation using latest Deep learning algorithms on different publicly available text and image data-sets.

Turkish News Classification ⭐ 17

Turkish News Category Classification Tutorial

Package for extracting emotions from social media text. Tailored for financial data.

Relation Classification ⭐ 16

Relation Classification - SEMEVAL 2010 task 8 dataset

Ml With Text ⭐ 16

[Tutorial] Demystifying Natural Language Processing with Python

Long Texts Sentiment Analysis Roberta ⭐ 16

PyTorch implementation of Sentiment Analysis of the long texts written in Serbian language (which is underused language) using pretrained Multilingual RoBERTa based model (XLM-R) on the small dataset.

Detecting Offensive Language In Tweets ⭐ 16

Detecting cyberbullying in tweets using Machine Learning

Spam Ham Web App ⭐ 15

A web app that classifies text as a spam or ham. I am using my own ML algorithm in the backend, Code to that can be found under machine_learning_section. For Live Demo: Checkout this link

Textclassificationapp ⭐ 15

Building and Deploying A Serverless Text Classification Web App

Nlp_fakenewsdetection ⭐ 15

Using machine learning & deep learning to analyze the News

Multi Label Classification Of Pubmed Articles ⭐ 14

The traditional machine learning models give a lot of pain when we do not have sufficient labeled data for the specific task or domain we care about to train a reliable model. Transfer learning allows us to deal with these scenarios by leveraging the already existing labeled data of some related task or domain. We try to store this knowledge gained in solving the source task in the source domain and apply it to our problem of interest. In this work, I have utilized Transfer Learning utilizing

Text_classification_using_em_and_semisupervied_learning ⭐ 14

Elmo_experiments ⭐ 14

Experiments of ELMo that deep contextualized word representation in Keras with Tensorflow Hub.

Us Ai Patents ⭐ 14

Code and Data for Text Classification of AI Related Patents Research Paper

German2vec ⭐ 13

Language Model and Text Classification for German Language using Deep Learning

Workshop_text_classification ⭐ 13

Workshop on Text Classification at 1729 Conference

Knowledge_graph ⭐ 13

Knowledge Graph for Legal Documents using Litigation Releases from the SEC website. Classifies into different crimes, extracts relevant information (violator, violation, action taken by authorities and fines) and finally generates the knowledge graph.

Sentiment Analysis Cnn ⭐ 13

Sentiment Analysis using Convolution Neural Networks(CNN) and Google News Word2Vec

Text_classification_from_zero_to_hero ⭐ 12

Transformer Models From Scratch ⭐ 12

implementing various transformer models for various tasks

Repository for the Political Misogynistic Discourse Monitor team from the 2021 JournalismAI Collab Challenges

Natural Language Processing ⭐ 11

In this notebook, I am updating NLP notebooks, and projects

Textclassification ⭐ 11

A brief overview of how to use fastText to train powerful text classifiers in a python notebook.

Bangla News Rnn ⭐ 11

Bangla news classification and generation

Text Classification Challenge ⭐ 11

Supervised text classification

Pytorch Architectures ⭐ 11

PyTorch implementation of Deep-Learning Architectures

Indonesian Text Classification Multilingual ⭐ 11

Improving Indonesian text classification using multilingual language model

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